| # Dataset Card for [Kaggle MNLI] | |
| ## Table of Contents | |
| - [Table of Contents](#table-of-contents) | |
| - [Dataset Description](#dataset-description) | |
| - [Dataset Summary](#dataset-summary) | |
| - [Supported Tasks and Leaderboards](#supported-tasks-and-leaderboards) | |
| - [Languages](#languages) | |
| - [Dataset Structure](#dataset-structure) | |
| - [Data Instances](#data-instances) | |
| - [Data Fields](#data-fields) | |
| - [Data Splits](#data-splits) | |
| - [Dataset Creation](#dataset-creation) | |
| - [Curation Rationale](#curation-rationale) | |
| - [Source Data](#source-data) | |
| - [Annotations](#annotations) | |
| - [Personal and Sensitive Information](#personal-and-sensitive-information) | |
| - [Considerations for Using the Data](#considerations-for-using-the-data) | |
| - [Social Impact of Dataset](#social-impact-of-dataset) | |
| - [Discussion of Biases](#discussion-of-biases) | |
| - [Other Known Limitations](#other-known-limitations) | |
| - [Additional Information](#additional-information) | |
| - [Dataset Curators](#dataset-curators) | |
| - [Licensing Information](#licensing-information) | |
| - [Citation Information](#citation-information) | |
| - [Contributions](#contributions) | |
| ## Dataset Description | |
| - **Homepage: https://www.kaggle.com/c/multinli-matched-open-evaluation ** | |
| - **Repository: chrishuber/roberta-retrained-mlni ** | |
| - **Paper: Inference Detection in NLP Using the MultiNLI and SNLI Datasets** | |
| - **Leaderboard: 8** | |
| - **Point of Contact: chrish@sfsu.edu** | |
| ### Dataset Summary | |
| [These are the datasets posted to Kaggle for an inference detection NLP competition. Moving them here to use with Pytorch.] | |
| ### Supported Tasks and Leaderboards | |
| Provides train and validation data for sentence pairs with inference labels. | |
| [https://www.kaggle.com/competitions/multinli-matched-open-evaluation/leaderboard] | |
| [https://www.kaggle.com/competitions/multinli-mismatched-open-evaluation/leaderboard] | |
| ### Languages | |
| [JSON, Python] | |
| ## Dataset Structure | |
| ### Data Instances | |
| [More Information Needed] | |
| ### Data Fields | |
| [More Information Needed] | |
| ### Data Splits | |
| [More Information Needed] | |
| ## Dataset Creation | |
| ### Curation Rationale | |
| [Reposted from https://www.kaggle.com/c/multinli-matched-open-evaluation and https://www.kaggle.com/c/multinli-mismatched-open-evaluation] | |
| ### Source Data | |
| #### Initial Data Collection and Normalization | |
| [Please see the article at https://arxiv.org/abs/1704.05426 which discusses the creation of the MNLI dataset.] | |
| #### Who are the source language producers? | |
| [Please see the article at https://arxiv.org/abs/1704.05426 which discusses the creation of the MNLI dataset.] | |
| ### Annotations | |
| #### Annotation process | |
| [Crowdsourcing using MechanicalTurk.] | |
| #### Who are the annotators? | |
| [MechanicalTurk users.] | |
| ### Personal and Sensitive Information | |
| [None.] | |
| ## Considerations for Using the Data | |
| ### Social Impact of Dataset | |
| [More Information Needed] | |
| ### Discussion of Biases | |
| [More Information Needed] | |
| ### Other Known Limitations | |
| [More Information Needed] | |
| ## Additional Information | |
| ### Dataset Curators | |
| [Kaggle] | |
| ### Licensing Information | |
| [More Information Needed] | |
| ### Citation Information | |
| [https://www.kaggle.com/c/multinli-matched-open-evaluation] | |
| [https://www.kaggle.com/c/multinli-mismatched-open-evaluation] | |
| ### Contributions | |
| Thanks to [@github-username](https://github.com/<github-username>) for adding this dataset. |